Публічний реєстрПомірний
Звіт про здоров'я програмного забезпеченнясхема 0.14.0 · метрики 1.13.0 · 2026-07-19 08:00 UTC
dfrostar / neuralmind
Persistent memory for AI coding agents. Your agent learns your codebase the way a senior engineer would — what files go together, what you usually edit next. Works with Claude Code, Cursor, Cline, Continue. 100% local. (Side effect: 40-70× cheaper code questions.)
dfrostar/neuralmind має індекс здоров’я 66 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (81/100), найнижчий — Community & Adoption (50/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 2 учасники.
66
загалом / 100Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.
66
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Власність
dfrostОсобистий обліковий запис
0 підписників18 публічних репозиторіївз груд. 2023 р.
Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.
Пакетні екосистеми
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
80
Активність розробки
74Добрий
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 9.7/36 | Ритм комітів — 14/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 594 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 594 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 14 |
Дисципліна релізів
90Відмінний
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 61 релізів |
| 36/36 | Свіжість релізів — останній реліз 0 дн. тому |
| 27/27 | Ритм релізів — реліз кожні ~0,7 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Використані вхідні дані
| releases_count | 61 |
| latest_release_tag | v1.0.0 |
| releases_from_tags | ні |
| days_since_latest_release | 0 |
| mean_days_between_releases | 0,7 |
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
50
Популярність і впровадження
20Критичний
Як обчислюється оцінка
| 20.4/60 | Зірки — 19 зірок |
| 0/25 | Форки — 0 форків |
| 0/15 | Спостерігачі — 0 спостерігачів |
Використані вхідні дані
| forks | 0 |
| stars | 19 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Здоров'я спільноти
77Добрий
Як обчислюється оцінка
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 18/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | так |
Впровадження в екосистемі (завантаження)
59Помірний
Як обчислюється оцінка
| 47.2/80 | Щомісячні завантаження — 3 455 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
Використані вхідні дані
| packages | neuralmind |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 3 455 |
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
61
Стійкість мейнтейнерів (бас-фактор)
46У зоні ризику
Як обчислюється оцінка
| 25.2/54 | Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів |
| 11.3/22.5 | Розподіл комітів — головний контриб’ютор — автор 50% комітів |
| 6.8/13.5 | Широта контриб’юторів — 5 контриб’юторів |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Використані вхідні дані
| bus_factor | 2 |
| contributors_sampled | 5 |
| top_contributor_share | 0,499 |
Реактивність на issue та PR
76Добрий
Як обчислюється оцінка
| 46.8/46.8 | Вирішення issue — закрито 100% issue |
| 29.3/38.3 | Прийняття PR — злито 255/333 вирішених PR |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/24 approved changesets -- score normalized to 0 |
Використані вхідні дані
| merged_prs | 255 |
| open_issues | 0 |
| closed_issues | 37 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 78 |
Власність та опіка
31У зоні ризику
Як обчислюється оцінка
| 10/30 | Підтримка власника — особистий (користувацький) обліковий запис |
| 0/20 | Верифікований домен — не застосовно до користувацьких облікових записів |
| 0/25 | Охоплення власника — 0 підписників у dfrostar |
| 14.5/25 | Послужний список — 18 публічних репозиторіїв, вік облікового запису ~2 р. |
Використані вхідні дані
| followers | 0 |
| owner_type | User |
| is_verified | — |
| owner_login | dfrostar |
| public_repos | 18 |
| account_age_days | 942 |
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.
Супровід пакетів
100Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 0 дн. тому |
| 20/20 | Історія версій — 56 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | neuralmind |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 0 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
81
Інженерні практики
68Помірний
Як обчислюється оцінка
| 24/24 | Процеси CI — 15 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
Документація
100Відмінний
Як обчислюється оцінка
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://dfrostar.github.io/neuralmind/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 20 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | ai, ai-coding, knowledge-graph, llm, mcp, semantic-search, token-reduction, agent-memory, claude-code, cursor, hebbian-learning, local-first, markov-chain, persistent-memory, synapse-layer, directional-transitions, next-file-prediction, developer-tools, graph-view, obsidian-style |
| has_wiki | так |
| homepage | https://dfrostar.github.io/neuralmind/ |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
53
Стан безпеки
53Помірний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/24 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 24 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5,3 |
Готовність до ШІ
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
72
Контекст і настанови для агентів
100Відмінний
Як обчислюється оцінка
| 45/45 | Інструкції для агентів — CLAUDE.md |
| 15/15 | Машиночитана документація (llms.txt) — llms.txt наявний |
| 0/40 | Читабельна історія комітів — немає даних |
Використані вхідні дані
| has_llms_txt | так |
| legible_history_share | — |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 7 582 |
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Як обчислюється оцінка
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — editors/vscode/tsconfig.json, site/tsconfig.json |
| 10/10 | Відтворюване середовище — Dockerfile, lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 5/8 | Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | package-lock.json |
| has_dockerfile | так |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | editors/vscode/tsconfig.json, site/tsconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами. Залишкові ваги перенормовано.
Читабельність коду для моделей
81Добрий
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (editors/vscode/tsconfig.json, site/tsconfig.json) |
| 54.1/55 | Керовані розміри файлів — 6/362 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 205 399 |
| source_files_sampled | 362 |
| oversized_source_files | 6 |
Машиночитні інтерфейси
60Помірний
Як обчислюється оцінка
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 20/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — example |
Використані вхідні дані
| example_dirs | example |
| has_mcp_signal | так |
| api_schema_files | — |
Ключові факти
19зірок GitHub
5контриб'юторів
594комітів за останні 12 місяців
0днів від останнього пушу
61релізів
2бас-фактор
0відкритих issue
npm, PyPIпакетних екосистем
Докладніше
OpenSSF Scorecard 5.3 / 10
5.3сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 7 out of 7 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/24 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 24 existing vulnerabilities detected |
Прямі залежності 24
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | pyyaml | >=6.0 | pyproject.toml |
| PyPI | toml | >=0.10 | pyproject.toml |
| PyPI | mcp | >=1.27.2 | pyproject.toml |
| PyPI | cryptography | >=41.0 | pyproject.toml |
| PyPI | pydantic | >=2.0 | pyproject.toml |
| PyPI | turbovec | >=0.7 | pyproject.toml |
| PyPI | onnxruntime | >=1.16 | pyproject.toml |
| PyPI | tokenizers | >=0.15 | pyproject.toml |
| PyPI | numpy | >=1.20 | pyproject.toml |
| PyPI | chromadb | >=0.4.0 | pyproject.toml |
| PyPI | tree-sitter | >=0.21.0 | pyproject.toml |
| PyPI | tree-sitter-python | >=0.21.0 | pyproject.toml |
| PyPI | tree-sitter-typescript | >=0.21.0 | pyproject.toml |
| PyPI | tree-sitter-go | >=0.21.0 | pyproject.toml |
| PyPI | tree-sitter-rust | >=0.21.0 | pyproject.toml |
| PyPI | tree-sitter-java | >=0.21.0 | pyproject.toml |
| PyPI | tree-sitter-c | >=0.21.0 | pyproject.toml |
| PyPI | tree-sitter-cpp | >=0.21.0 | pyproject.toml |
| PyPI | tree-sitter-c-sharp | >=0.21.0 | pyproject.toml |
| PyPI | tree-sitter-ruby | >=0.21.0 | pyproject.toml |
| PyPI | tree-sitter-php | >=0.22.0 | pyproject.toml |
| npm | next | 14.2.21 | site/package.json |
| npm | react | ^18.3.1 | site/package.json |
| npm | react-dom | ^18.3.1 | site/package.json |
Усі залежності 152
Повний розв'язаний набір залежностей із графа залежностей GitHub: 28 прямих і 124 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| npm | next | 14.2.21 | пряма |
| npm | react | 18.3.1 | пряма |
| npm | react-dom | 18.3.1 | пряма |
| PyPI | chromadb | — | пряма |
| PyPI | chromadb | 1.5.8 | пряма |
| PyPI | cryptography | — | пряма |
| PyPI | mcp | — | пряма |
| PyPI | mcp | 1.28.1 | пряма |
| PyPI | numpy | — | пряма |
| PyPI | onnxruntime | — | пряма |
| PyPI | pydantic | — | пряма |
| PyPI | pyyaml | — | пряма |
| PyPI | pyyaml | 6.0.3 | пряма |
| PyPI | tokenizers | — | пряма |
| PyPI | toml | — | пряма |
| PyPI | toml | 0.10.2 | пряма |
| PyPI | tree-sitter | — | пряма |
| PyPI | tree-sitter-c | — | пряма |
| PyPI | tree-sitter-c-sharp | — | пряма |
| PyPI | tree-sitter-cpp | — | пряма |
| PyPI | tree-sitter-go | — | пряма |
| PyPI | tree-sitter-java | — | пряма |
| PyPI | tree-sitter-php | — | пряма |
| PyPI | tree-sitter-python | — | пряма |
| PyPI | tree-sitter-ruby | — | пряма |
| PyPI | tree-sitter-rust | — | пряма |
| PyPI | tree-sitter-typescript | — | пряма |
| PyPI | turbovec | — | пряма |
| npm | @alloc/quick-lru | 5.2.0 | непряма |
| npm | @jridgewell/gen-mapping | 0.3.13 | непряма |
| npm | @jridgewell/resolve-uri | 3.1.2 | непряма |
| npm | @jridgewell/sourcemap-codec | 1.5.5 | непряма |
| npm | @jridgewell/trace-mapping | 0.3.31 | непряма |
| npm | @next/env | 14.2.21 | непряма |
| npm | @next/swc-darwin-arm64 | 14.2.21 | непряма |
| npm | @next/swc-darwin-x64 | 14.2.21 | непряма |
| npm | @next/swc-linux-arm64-gnu | 14.2.21 | непряма |
| npm | @next/swc-linux-arm64-musl | 14.2.21 | непряма |
| npm | @next/swc-linux-x64-gnu | 14.2.21 | непряма |
| npm | @next/swc-linux-x64-musl | 14.2.21 | непряма |
| npm | @next/swc-win32-arm64-msvc | 14.2.21 | непряма |
| npm | @next/swc-win32-ia32-msvc | 14.2.21 | непряма |
| npm | @next/swc-win32-x64-msvc | 14.2.21 | непряма |
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| npm | @nodelib/fs.stat | 2.0.5 | непряма |
| npm | @nodelib/fs.walk | 1.2.8 | непряма |
| npm | @swc/counter | 0.1.3 | непряма |
| npm | @swc/helpers | 0.5.5 | непряма |
| npm | @types/node | 20.19.43 | непряма |
| npm | @types/node | 26.0.1 | непряма |
| npm | @types/prop-types | 15.7.15 | непряма |
| npm | @types/react | 18.3.31 | непряма |
| npm | @types/react-dom | 18.3.7 | непряма |
| npm | @types/vscode | 1.125.0 | непряма |
| npm | any-promise | 1.3.0 | непряма |
| npm | anymatch | 3.1.3 | непряма |
| npm | arg | 5.0.2 | непряма |
| npm | autoprefixer | 10.5.2 | непряма |
| npm | baseline-browser-mapping | 2.10.43 | непряма |
| npm | binary-extensions | 2.3.0 | непряма |
| npm | braces | 3.0.3 | непряма |
| npm | browserslist | 4.28.6 | непряма |
| npm | busboy | 1.6.0 | непряма |
| npm | camelcase-css | 2.0.1 | непряма |
| npm | caniuse-lite | 1.0.30001805 | непряма |
| npm | chokidar | 3.6.0 | непряма |
| npm | client-only | 0.0.1 | непряма |
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| npm | cssesc | 3.0.0 | непряма |
| npm | csstype | 3.2.3 | непряма |
| npm | didyoumean | 1.2.2 | непряма |
| npm | dlv | 1.1.3 | непряма |
| npm | electron-to-chromium | 1.5.389 | непряма |
| npm | es-errors | 1.3.0 | непряма |
| npm | escalade | 3.2.0 | непряма |
| npm | fast-glob | 3.3.3 | непряма |
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| npm | graceful-fs | 4.2.11 | непряма |
| npm | hasown | 2.0.4 | непряма |
| npm | is-binary-path | 2.1.0 | непряма |
| npm | is-core-module | 2.16.2 | непряма |
| npm | is-extglob | 2.1.1 | непряма |
| npm | is-glob | 4.0.3 | непряма |
| npm | is-number | 7.0.0 | непряма |
| npm | jiti | 1.21.7 | непряма |
| npm | js-tokens | 4.0.0 | непряма |
| npm | lilconfig | 3.1.3 | непряма |
| npm | lines-and-columns | 1.2.4 | непряма |
| npm | loose-envify | 1.4.0 | непряма |
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| npm | micromatch | 4.0.8 | непряма |
| npm | mz | 2.7.0 | непряма |
| npm | nanoid | 3.3.15 | непряма |
| npm | node-releases | 2.0.51 | непряма |
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| npm | picomatch | 4.0.5 | непряма |
| npm | pify | 2.3.0 | непряма |
| npm | pirates | 4.0.7 | непряма |
| npm | postcss | 8.4.31 | непряма |
| npm | postcss | 8.5.17 | непряма |
| npm | postcss-import | 15.1.0 | непряма |
| npm | postcss-js | 4.1.0 | непряма |
| npm | postcss-load-config | 6.0.1 | непряма |
| npm | postcss-nested | 6.2.0 | непряма |
| npm | postcss-selector-parser | 6.1.4 | непряма |
| npm | postcss-value-parser | 4.2.0 | непряма |
| npm | queue-microtask | 1.2.3 | непряма |
| npm | read-cache | 1.0.0 | непряма |
| npm | readdirp | 3.6.0 | непряма |
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| npm | reusify | 1.1.0 | непряма |
| npm | run-parallel | 1.2.0 | непряма |
| npm | scheduler | 0.23.2 | непряма |
| npm | source-map-js | 1.2.1 | непряма |
| npm | streamsearch | 1.1.0 | непряма |
| npm | styled-jsx | 5.1.1 | непряма |
| npm | sucrase | 3.35.1 | непряма |
| npm | supports-preserve-symlinks-flag | 1.0.0 | непряма |
| npm | tailwindcss | 3.4.19 | непряма |
| npm | thenify | 3.3.1 | непряма |
| npm | thenify-all | 1.6.0 | непряма |
| npm | tinyglobby | 0.2.17 | непряма |
| npm | to-regex-range | 5.0.1 | непряма |
| npm | ts-interface-checker | 0.1.13 | непряма |
| npm | tslib | 2.8.1 | непряма |
| npm | typescript | 5.9.3 | непряма |
| npm | undici-types | 6.21.0 | непряма |
| npm | undici-types | 8.3.0 | непряма |
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| npm | util-deprecate | 1.0.2 | непряма |
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| PyPI | matplotlib | 3.10.9 | непряма |
| PyPI | mypy | 1.20.2 | непряма |
| PyPI | pre-commit | — | непряма |
| PyPI | pytest | 9.1.1 | непряма |
| PyPI | pytest-asyncio | 1.4.0 | непряма |
| PyPI | pytest-cov | — | непряма |
| PyPI | pytest-mock | — | непряма |
| PyPI | ruff | 0.15.18 | непряма |
| PyPI | tiktoken | 0.13.0 | непряма |
Звіт у форматі JSON машиночитний
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"detail": "branch protection is not maximal on development and all release branches",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "7 out of 7 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/24 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is run on all commits",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "24 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 72,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"has_llms_txt": true,
"legible_history_share": null,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 7582
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "CLAUDE.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": "llms.txt present",
"points": 15,
"status": "met",
"details": [
{
"code": "llms_txt_present",
"params": {}
}
],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 53,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"package-lock.json"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
"editors/vscode/tsconfig.json",
"site/tsconfig.json"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "editors/vscode/tsconfig.json, site/tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "editors/vscode/tsconfig.json, site/tsconfig.json"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 81,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 205399,
"source_files_sampled": 362,
"oversized_source_files": 6
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (editors/vscode/tsconfig.json, site/tsconfig.json)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "editors/vscode/tsconfig.json, site/tsconfig.json",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "6/362 source files over 60KB",
"points": 54.1,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 362,
"oversized": 6
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
"example"
],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "example",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "example"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-19T08:00:17.956913Z",
"schema_version": "0.14.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dfrostar/neuralmind.svg",
"full_name": "dfrostar/neuralmind",
"license_state": "standard",
"license_spdx": "MIT"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.14.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.